Real ChatGPT answer · index seedrQOiStH0XcYcompleteMarketing and advertising · ad platformscomparison
Can X formerly Twitter interest targeting deliver a better return on ad spend than LinkedIn professional demographics for recruiting tech talent?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can X formerly Twitter interest targeting deliver a better return on ad spend than LinkedIn professional demographics for recruiting tech talent?
5 real searches · 1 real-search pass
X ads interest targeting official documentation LinkedIn ads professional demographics targeting official documentation recruiting technology talent advertising benchmarks 2025Google ↗
OBSERVEDOther / navigational
X advertising recruiting tech talent interest targeting LinkedIn recruitment advertising cost per applicant benchmarksGoogle ↗
OBSERVEDComparison
X Ads interest targeting capabilities recruiting technology talent LinkedIn job title targeting official advertising documentationGoogle ↗
OBSERVEDOther / navigational
LinkedIn Ads professional demographics job title skills seniority targeting official documentation recruitmentGoogle ↗
OBSERVEDOther / navigational
X advertising recruiting tech talent case study cost per applicant LinkedIn recruitment advertising benchmarkGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
X ads interest targeting official documentation LinkedIn ads professional demographics targeting official documentation recruiting technology talent advertising benchmarks 2025 Google ↗
X advertising recruiting tech talent interest targeting LinkedIn recruitment advertising cost per applicant benchmarks Google ↗
X Ads interest targeting capabilities recruiting technology talent LinkedIn job title targeting official advertising documentation Google ↗
LinkedIn Ads professional demographics job title skills seniority targeting official documentation recruitment Google ↗
X advertising recruiting tech talent case study cost per applicant LinkedIn recruitment advertising benchmark Google ↗
- Interest and follower look-alikes targeting · help.x.com
- Create engagement · marketing.x.com
- Targeting options for LinkedIn Ads · linkedin.com
- Sponsored Content and Recruitment Ads · business.linkedin.com
- Best Practices for Ad Targeting · business.linkedin.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
X ads interest targeting official documentation LinkedIn ads professional demographics targeting official documentation recruiting technology talent advertising benchmarks 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
X advertising recruiting tech talent interest targeting LinkedIn recruitment advertising cost per applicant benchmarks OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
X Ads interest targeting capabilities recruiting technology talent LinkedIn job title targeting official advertising documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LinkedIn Ads professional demographics job title skills seniority targeting official documentation recruitment OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
X advertising recruiting tech talent case study cost per applicant LinkedIn recruitment advertising benchmark OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |